probablygary / emotion-recognitionLinks
Emotional recognition using electroencephelography (EEG)
☆17Updated 7 years ago
Alternatives and similar repositories for emotion-recognition
Users that are interested in emotion-recognition are comparing it to the libraries listed below
Sorting:
- Processed the DEAP dataset on basis of 1) PSD (power spectral density) and 2)DWT(discrete wavelet transform) features . Classifies the EE…☆130Updated 5 years ago
- This project is for classification of emotions using EEG signals recorded in the DEAP dataset to achieve high accuracy score using machi…☆179Updated 6 years ago
- Emotion recognition can be achieved by obtaining signals from the brain by EEG . This test records the activity of the brain in form of w…☆127Updated 4 years ago
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆93Updated 7 years ago
- EEG Emotion classification using the DEAP pre-processed data☆154Updated 6 years ago
- Emotion recognition from EEG and physiological signals using deep neural networks☆48Updated 7 years ago
- ☆108Updated 6 years ago
- The project uses EEG signals from the DEAP Dataset to classify emotions into 4 classes using Ensembled 1-D CNNs, LSTMs and 2D , 3D CNNs a…☆55Updated 2 years ago
- PyTorch EEG emotion analysis using DEAP dataset☆89Updated 7 years ago
- Real-time Emotion Recognition using Physiological signals in e-Learning Here one can find the development of realtime emotion recognition…☆24Updated last year
- Realtime emotion recognition from EEG data.☆162Updated 6 years ago
- Emotion Recognition, EEG Mapping, Azimuthal Projection Technique, CNN☆49Updated 4 years ago
- Emotion Recognition from EEG Signals using the DEAP dataset with 86.4% accuracy. Applied multiple machine learning models and implemented…☆87Updated 6 years ago
- Using Deep Learning for Emotion Classification on EEG signals (SEED Dataset). CNN, RNN, Hybrid model, and Ensemble☆79Updated 3 years ago
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆229Updated last year
- This is a project of combining facial expression and EEG for emotion recognition using python in emotion experiment☆19Updated 6 years ago
- Emotion Recogniton LSTM RNN Arousal Valence☆57Updated 2 years ago
- Diploma thesis analyzing emotion recognition in conversations exploiting physiological signals (ECG, HRV, GSR, TEMP) and an Attention-bas…☆28Updated 3 years ago
- Code for the paper "Multi-Task CNN Model for Emotion Recognition from EEG Brain Maps". DEAP dataset. Python/Keras/Tensorflow 2 Impementat…☆62Updated 2 years ago
- EEG-based emotion classification using DEAP dataset☆150Updated 2 years ago
- Feature Extraction of Mental Load EEG signals☆60Updated 8 years ago
- ☆33Updated 4 years ago
- Openly available framework:☆12Updated 4 years ago
- Emotion recognition using DEAP dataset,GSR。☆38Updated 6 years ago
- This repository contains the tensorflow implementation for the paper: "Emotion Recognition from Multi-Channel EEG through Parallel Convol…☆47Updated 5 years ago
- 脑电情绪识别☆12Updated 2 years ago
- EEG Emotion Recognition project, experiment on SEED (SEED-IV), DEAP dataset☆40Updated 6 years ago
- Using CNN-LSTM for emotion recognition based on EEG signals☆11Updated 2 years ago
- Code for processing and managing data for EEG-based emotion recognition of individuals with and without Autism. EEG and other clinical da…☆52Updated 3 months ago
- KNN classifier for human emotion from EEG☆24Updated 4 years ago